Overview

Dataset statistics

Number of variables29
Number of observations742
Missing cells0
Missing cells (%)0.0%
Duplicate rows275
Duplicate rows (%)37.1%
Total size in memory168.2 KiB
Average record size in memory232.2 B

Variable types

BOOL11
CAT11
NUM7

Reproduction

Analysis started2020-06-21 10:58:09.382623
Analysis finished2020-06-21 10:58:36.979878
Duration27.6 seconds
Versionpandas-profiling v2.8.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml

Warnings

Dataset has 275 (37.1%) duplicate rows Duplicates
Location has a high cardinality: 200 distinct values High cardinality
Headquarters has a high cardinality: 198 distinct values High cardinality
Industry has a high cardinality: 60 distinct values High cardinality
name has a high cardinality: 343 distinct values High cardinality
max_salary is highly correlated with min_salary and 1 other fieldsHigh correlation
min_salary is highly correlated with max_salary and 1 other fieldsHigh correlation
avg_salary is highly correlated with min_salary and 1 other fieldsHigh correlation
Sector is highly correlated with IndustryHigh correlation
Industry is highly correlated with SectorHigh correlation
comp has 460 (62.0%) zeros Zeros

Variables

Rating
Real number (ℝ)

Distinct count31
Unique (%)4.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.6188679245283017
Minimum-1.0
Maximum5.0
Zeros0
Zeros (%)0.0%
Memory size5.8 KiB

Quantile statistics

Minimum-1
5-th percentile2.6
Q13.3
median3.7
Q34
95-th percentile4.7
Maximum5
Range6
Interquartile range (IQR)0.7

Descriptive statistics

Standard deviation0.8012101585
Coefficient of variation (CV)0.2213980104
Kurtosis14.30412724
Mean3.618867925
Median Absolute Deviation (MAD)0.35
Skewness-2.814019554
Sum2685.2
Variance0.641937718
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3.9638.5%
 
3.8618.2%
 
3.7618.2%
 
3.5496.6%
 
4476.3%
 
3.6466.2%
 
3.4445.9%
 
3.3395.3%
 
3.2354.7%
 
4.4334.4%
 
Other values (21)26435.6%
 
ValueCountFrequency (%) 
-1111.5%
 
1.930.4%
 
2.150.7%
 
2.220.3%
 
2.320.3%
 
ValueCountFrequency (%) 
550.7%
 
4.891.2%
 
4.7314.2%
 
4.6101.3%
 
4.570.9%
 

Location
Categorical

HIGH CARDINALITY

Distinct count200
Unique (%)27.0%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
New York, NY
 
55
San Francisco, CA
 
49
Cambridge, MA
 
47
Chicago, IL
 
32
Boston, MA
 
23
Other values (195)
536
ValueCountFrequency (%) 
New York, NY557.4%
 
San Francisco, CA496.6%
 
Cambridge, MA476.3%
 
Chicago, IL324.3%
 
Boston, MA233.1%
 
San Jose, CA131.8%
 
Pittsburgh, PA121.6%
 
Rockville, MD111.5%
 
Washington, DC111.5%
 
Winston-Salem, NC101.3%
 
Other values (190)47964.6%
 

Length

Max length33
Median length13
Mean length13.1509434
Min length8

Headquarters
Categorical

HIGH CARDINALITY

Distinct count198
Unique (%)26.7%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
New York, NY
 
52
San Francisco, CA
 
42
Chicago, IL
 
30
Cambridge, MA
 
20
Winston-Salem, NC
 
14
Other values (193)
584
ValueCountFrequency (%) 
New York, NY527.0%
 
San Francisco, CA425.7%
 
Chicago, IL304.0%
 
Cambridge, MA202.7%
 
Winston-Salem, NC141.9%
 
Boston, MA141.9%
 
OSAKA, Japan141.9%
 
Springfield, MA141.9%
 
Reston, VA121.6%
 
Richland, WA121.6%
 
Other values (188)51869.8%
 

Length

Max length26
Median length13
Mean length13.606469
Min length2

Size
Categorical

Distinct count9
Unique (%)1.2%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
1001 to 5000 employees
150
501 to 1000 employees
134
10000+ employees
130
201 to 500 employees
117
51 to 200 employees
94
Other values (4)
117
ValueCountFrequency (%) 
1001 to 5000 employees15020.2%
 
501 to 1000 employees13418.1%
 
10000+ employees13017.5%
 
201 to 500 employees11715.8%
 
51 to 200 employees9412.7%
 
5001 to 10000 employees7610.2%
 
1 to 50 employees314.2%
 
Unknown91.2%
 
-110.1%
 

Length

Max length23
Median length20
Mean length19.7574124
Min length2
Distinct count11
Unique (%)1.5%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
Company - Private
410
Company - Public
193
Nonprofit Organization
 
55
Subsidiary or Business Segment
 
34
Government
 
15
Other values (6)
 
35
ValueCountFrequency (%) 
Company - Private41055.3%
 
Company - Public19326.0%
 
Nonprofit Organization557.4%
 
Subsidiary or Business Segment344.6%
 
Government152.0%
 
Hospital152.0%
 
College / University131.8%
 
Other Organization30.4%
 
School / School District20.3%
 
-110.1%
 

Length

Max length30
Median length17
Mean length17.4245283
Min length2

Industry
Categorical

HIGH CARDINALITY
HIGH CORRELATION

Distinct count60
Unique (%)8.1%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
Biotech & Pharmaceuticals
112
Insurance Carriers
 
63
Computer Hardware & Software
 
59
IT Services
 
50
Health Care Services & Hospitals
 
49
Other values (55)
409
ValueCountFrequency (%) 
Biotech & Pharmaceuticals11215.1%
 
Insurance Carriers638.5%
 
Computer Hardware & Software598.0%
 
IT Services506.7%
 
Health Care Services & Hospitals496.6%
 
Enterprise Software & Network Solutions425.7%
 
Internet293.9%
 
Consulting293.9%
 
Advertising & Marketing253.4%
 
Aerospace & Defense253.4%
 
Other values (50)25934.9%
 

Length

Max length40
Median length23
Mean length21.9083558
Min length2

Sector
Categorical

HIGH CORRELATION

Distinct count25
Unique (%)3.4%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
Information Technology
180
Biotech & Pharmaceuticals
112
Business Services
97
Insurance
69
Health Care
49
Other values (20)
235
ValueCountFrequency (%) 
Information Technology18024.3%
 
Biotech & Pharmaceuticals11215.1%
 
Business Services9713.1%
 
Insurance699.3%
 
Health Care496.6%
 
Finance425.7%
 
Manufacturing344.6%
 
Aerospace & Defense253.4%
 
Education233.1%
 
Retail152.0%
 
Other values (15)9612.9%
 

Length

Max length34
Median length17
Mean length17.02695418
Min length2

Revenue
Categorical

Distinct count14
Unique (%)1.9%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
Unknown / Non-Applicable
203
$10+ billion (USD)
124
$100 to $500 million (USD)
91
$1 to $2 billion (USD)
60
$500 million to $1 billion (USD)
57
Other values (9)
207
ValueCountFrequency (%) 
Unknown / Non-Applicable20327.4%
 
$10+ billion (USD)12416.7%
 
$100 to $500 million (USD)9112.3%
 
$1 to $2 billion (USD)608.1%
 
$500 million to $1 billion (USD)577.7%
 
$50 to $100 million (USD)466.2%
 
$25 to $50 million (USD)405.4%
 
$2 to $5 billion (USD)395.3%
 
$10 to $25 million (USD)324.3%
 
$5 to $10 billion (USD)192.6%
 
Other values (4)314.2%
 

Length

Max length32
Median length24
Mean length23.56199461
Min length2

min_salary
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count114
Unique (%)15.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean74.71967654986523
Minimum15
Maximum202
Zeros0
Zeros (%)0.0%
Memory size5.8 KiB

Quantile statistics

Minimum15
5-th percentile35.05
Q152
median69.5
Q391
95-th percentile127
Maximum202
Range187
Interquartile range (IQR)39

Descriptive statistics

Standard deviation30.98059322
Coefficient of variation (CV)0.4146242951
Kurtosis1.954967771
Mean74.71967655
Median Absolute Deviation (MAD)19.5
Skewness1.109233676
Sum55442
Variance959.7971562
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
42223.0%
 
65202.7%
 
61182.4%
 
80182.4%
 
81172.3%
 
74162.2%
 
63162.2%
 
60152.0%
 
54152.0%
 
56152.0%
 
Other values (104)57076.8%
 
ValueCountFrequency (%) 
1510.1%
 
2030.4%
 
2610.1%
 
2720.3%
 
2910.1%
 
ValueCountFrequency (%) 
20230.4%
 
20030.4%
 
19030.4%
 
17610.1%
 
17110.1%
 

max_salary
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count160
Unique (%)21.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean128.14959568733153
Minimum16
Maximum306
Zeros0
Zeros (%)0.0%
Memory size5.8 KiB

Quantile statistics

Minimum16
5-th percentile62
Q196
median124
Q3155
95-th percentile208
Maximum306
Range290
Interquartile range (IQR)59

Descriptive statistics

Standard deviation45.22032426
Coefficient of variation (CV)0.3528713767
Kurtosis0.6052151151
Mean128.1495957
Median Absolute Deviation (MAD)29
Skewness0.6244715389
Sum95087
Variance2044.877726
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
140162.2%
 
119152.0%
 
124152.0%
 
110152.0%
 
127131.8%
 
113131.8%
 
68121.6%
 
101121.6%
 
86121.6%
 
173121.6%
 
Other values (150)60781.8%
 
ValueCountFrequency (%) 
1610.1%
 
3420.3%
 
3910.1%
 
4840.5%
 
5060.8%
 
ValueCountFrequency (%) 
30630.4%
 
28910.1%
 
27510.1%
 
27210.1%
 
25020.3%
 

avg_salary
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count219
Unique (%)29.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean101.43463611859838
Minimum15.5
Maximum254.0
Zeros0
Zeros (%)0.0%
Memory size5.8 KiB

Quantile statistics

Minimum15.5
5-th percentile50
Q173.5
median97.5
Q3122.5
95-th percentile167.5
Maximum254
Range238.5
Interquartile range (IQR)49

Descriptive statistics

Standard deviation37.54612242
Coefficient of variation (CV)0.3701509056
Kurtosis0.9764064957
Mean101.4346361
Median Absolute Deviation (MAD)24.5
Skewness0.7895822952
Sum75264.5
Variance1409.711309
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
87.5121.6%
 
81111.5%
 
140111.5%
 
84.5101.3%
 
107.5101.3%
 
107101.3%
 
85101.3%
 
8791.2%
 
12091.2%
 
154.581.1%
 
Other values (209)64286.5%
 
ValueCountFrequency (%) 
15.510.1%
 
2720.3%
 
29.510.1%
 
37.520.3%
 
39.510.1%
 
ValueCountFrequency (%) 
25430.4%
 
237.510.1%
 
232.510.1%
 
22520.3%
 
221.510.1%
 

hourly
Boolean

Distinct count2
Unique (%)0.3%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
0
718
1
 
24
ValueCountFrequency (%) 
071896.8%
 
1243.2%
 
Distinct count2
Unique (%)0.3%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
0
725
1
 
17
ValueCountFrequency (%) 
072597.7%
 
1172.3%
 

job_state
Categorical

Distinct count37
Unique (%)5.0%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
CA
152
MA
103
NY
72
VA
 
41
IL
 
40
Other values (32)
334
ValueCountFrequency (%) 
CA15220.5%
 
MA10313.9%
 
NY729.7%
 
VA415.5%
 
IL405.4%
 
MD354.7%
 
PA334.4%
 
TX283.8%
 
WA212.8%
 
NC212.8%
 
Other values (27)19626.4%
 

Length

Max length2
Median length2
Mean length2
Min length2

same_state
Boolean

Distinct count2
Unique (%)0.3%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
1
414
0
328
ValueCountFrequency (%) 
141455.8%
 
032844.2%
 

age
Real number (ℝ)

Distinct count102
Unique (%)13.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean46.591644204851754
Minimum-1
Maximum276
Zeros0
Zeros (%)0.0%
Memory size5.8 KiB

Quantile statistics

Minimum-1
5-th percentile-1
Q111
median24
Q359
95-th percentile169
Maximum276
Range277
Interquartile range (IQR)48

Descriptive statistics

Standard deviation53.77881512
Coefficient of variation (CV)1.154258795
Kurtosis2.791116976
Mean46.5916442
Median Absolute Deviation (MAD)17
Skewness1.78661821
Sum34571
Variance2892.160956
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1506.7%
 
10324.3%
 
12314.2%
 
24273.6%
 
14243.2%
 
8212.8%
 
9192.6%
 
62182.4%
 
18182.4%
 
36182.4%
 
Other values (92)48465.2%
 
ValueCountFrequency (%) 
-1506.7%
 
120.3%
 
3121.6%
 
450.7%
 
5162.2%
 
ValueCountFrequency (%) 
27610.1%
 
239141.9%
 
20810.1%
 
19040.5%
 
17420.3%
 

python
Boolean

Distinct count2
Unique (%)0.3%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
1
392
0
350
ValueCountFrequency (%) 
139252.8%
 
035047.2%
 

r
Boolean

Distinct count2
Unique (%)0.3%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
0
740
1
 
2
ValueCountFrequency (%) 
074099.7%
 
120.3%
 

sas
Boolean

Distinct count2
Unique (%)0.3%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
0
655
1
 
87
ValueCountFrequency (%) 
065588.3%
 
18711.7%
 

spark
Boolean

Distinct count2
Unique (%)0.3%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
0
575
1
167
ValueCountFrequency (%) 
057577.5%
 
116722.5%
 

aws
Boolean

Distinct count2
Unique (%)0.3%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
0
566
1
176
ValueCountFrequency (%) 
056676.3%
 
117623.7%
 

sql
Boolean

Distinct count2
Unique (%)0.3%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
1
380
0
362
ValueCountFrequency (%) 
138051.2%
 
036248.8%
 

excel
Boolean

Distinct count2
Unique (%)0.3%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
1
388
0
354
ValueCountFrequency (%) 
138852.3%
 
035447.7%
 

matlab
Boolean

Distinct count2
Unique (%)0.3%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
0
687
1
 
55
ValueCountFrequency (%) 
068792.6%
 
1557.4%
 

desc_len
Real number (ℝ≥0)

Distinct count439
Unique (%)59.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3910.1725067385446
Minimum407
Maximum10146
Zeros0
Zeros (%)0.0%
Memory size5.8 KiB

Quantile statistics

Minimum407
5-th percentile1808
Q12834
median3781.5
Q34772
95-th percentile6683
Maximum10146
Range9739
Interquartile range (IQR)1938

Descriptive statistics

Standard deviation1533.827777
Coefficient of variation (CV)0.3922660124
Kurtosis1.061532802
Mean3910.172507
Median Absolute Deviation (MAD)982.5
Skewness0.7693630273
Sum2901348
Variance2352627.649
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
453850.7%
 
333440.5%
 
285540.5%
 
542140.5%
 
231240.5%
 
196740.5%
 
464440.5%
 
245540.5%
 
390140.5%
 
521540.5%
 
Other values (429)70194.5%
 
ValueCountFrequency (%) 
40710.1%
 
69510.1%
 
71410.1%
 
74510.1%
 
88910.1%
 
ValueCountFrequency (%) 
1014620.3%
 
934710.1%
 
916520.3%
 
888220.3%
 
887620.3%
 

level
Categorical

Distinct count4
Unique (%)0.5%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
senior
442
other
154
higher
137
junior
 
9
ValueCountFrequency (%) 
senior44259.6%
 
other15420.8%
 
higher13718.5%
 
junior91.2%
 

Length

Max length6
Median length6
Mean length5.79245283
Min length5

title
Categorical

Distinct count5
Unique (%)0.7%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
DS
308
other
183
A
105
DE
81
mle
65
ValueCountFrequency (%) 
DS30841.5%
 
other18324.7%
 
A10514.2%
 
DE8110.9%
 
mle658.8%
 

Length

Max length5
Median length2
Mean length2.685983827
Min length1

comp
Real number (ℝ≥0)

ZEROS

Distinct count5
Unique (%)0.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.0539083557951483
Minimum0
Maximum4
Zeros460
Zeros (%)62.0%
Memory size5.8 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q33
95-th percentile3
Maximum4
Range4
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.384239252
Coefficient of variation (CV)1.313434175
Kurtosis-1.54997464
Mean1.053908356
Median Absolute Deviation (MAD)0
Skewness0.6133645812
Sum782
Variance1.916118307
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
046062.0%
 
322830.7%
 
2415.5%
 
1121.6%
 
410.1%
 
ValueCountFrequency (%) 
046062.0%
 
1121.6%
 
2415.5%
 
322830.7%
 
410.1%
 
ValueCountFrequency (%) 
410.1%
 
322830.7%
 
2415.5%
 
1121.6%
 
046062.0%
 

name
Categorical

HIGH CARDINALITY

Distinct count343
Unique (%)46.2%
Missing0
Missing (%)0.0%
Memory size5.8 KiB
MassMutual
 
14
Takeda Pharmaceuticals
 
14
Reynolds American
 
14
Software Engineering Institute
 
11
PNNL
 
10
Other values (338)
679
ValueCountFrequency (%) 
MassMutual141.9%
 
Takeda Pharmaceuticals141.9%
 
Reynolds American141.9%
 
Software Engineering Institute111.5%
 
PNNL101.3%
 
Liberty Mutual Insurance101.3%
 
AstraZeneca91.2%
 
MITRE81.1%
 
Advanced BioScience Laboratories70.9%
 
Numeric, LLC70.9%
 
Other values (333)63886.0%
 

Length

Max length51
Median length13
Mean length15.23989218
Min length2

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

Sample

First rows

RatingLocationHeadquartersSizeType of ownershipIndustrySectorRevenuemin_salarymax_salaryavg_salaryhourlyemployer_providedjob_statesame_stateagepythonrsassparkawssqlexcelmatlabdesc_lenleveltitlecompname
03.8Albuquerque, NMGoleta, CA501 to 1000 employeesCompany - PrivateAerospace & DefenseAerospace & Defense$50 to $100 million (USD)539172.000NM047101000112555otherDS0Tecolote Research
13.4Linthicum, MDBaltimore, MD10000+ employeesOther OrganizationHealth Care Services & HospitalsHealth Care$2 to $5 billion (USD)6311287.500MD036100000004828higherDS0University of Maryland Medical System
24.8Clearwater, FLClearwater, FL501 to 1000 employeesCompany - PrivateSecurity ServicesBusiness Services$100 to $500 million (USD)809085.000FL110101101103495higherDS0KnowBe4
33.8Richland, WARichland, WA1001 to 5000 employeesGovernmentEnergyOil, Gas, Energy & Utilities$500 million to $1 billion (USD)569776.500WA155100000003926highermle3PNNL
42.9New York, NYNew York, NY51 to 200 employeesCompany - PrivateAdvertising & MarketingBusiness ServicesUnknown / Non-Applicable86143114.500NY122101001102748seniorDS3Affinity Solutions
53.4Dallas, TXDallas, TX201 to 500 employeesCompany - PublicReal EstateReal Estate$1 to $2 billion (USD)7111995.000TX120100011103783otherDS3CyrusOne
64.1Baltimore, MDBaltimore, MD501 to 1000 employeesCompany - PrivateBanks & Credit UnionsFinanceUnknown / Non-Applicable549373.500MD112000000101808seniorDS0ClearOne Advantage
73.8San Jose, CASeattle, WA201 to 500 employeesCompany - PrivateConsultingBusiness Services$25 to $50 million (USD)86142114.000CA015100111103847seniorDS0Logic20/20
83.3Rochester, NYRochester, NY10000+ employeesHospitalHealth Care Services & HospitalsHealth Care$500 million to $1 billion (USD)388461.000NY16000000001561higherother0Rochester Regional Health
94.6New York, NYNew York, NY51 to 200 employeesCompany - PrivateInternetInformation Technology$100 to $500 million (USD)120160140.000NY111100100004609seniormle2<intent>

Last rows

RatingLocationHeadquartersSizeType of ownershipIndustrySectorRevenuemin_salarymax_salaryavg_salaryhourlyemployer_providedjob_statesame_stateagepythonrsassparkawssqlexcelmatlabdesc_lenleveltitlecompname
7324.1Palo Alto, CAPalo Alto, CA1 to 50 employeesCompany - PrivateK-12 EducationEducationUnknown / Non-Applicable80142111.000CA113100010103526seniormle0CK-12 Foundation
7333.9San Francisco, CASan Francisco, CA51 to 200 employeesCompany - PublicComputer Hardware & SoftwareInformation TechnologyUnknown / Non-Applicable99178138.500CA112100001005777seniorA0Life360
7343.6Boston, MASpringfield, MA5001 to 10000 employeesCompany - PrivateInsurance CarriersInsurance$10+ billion (USD)3710068.500MA0169000000105071seniorDS0MassMutual
7353.9San Francisco, CASan Francisco, CA201 to 500 employeesCompany - PrivateInternetInformation Technology$100 to $500 million (USD)6211387.500CA19100011103849higherDE2Fivestars
7363.6Plymouth Meeting, PADurham, NC10000+ employeesCompany - PublicBiotech & PharmaceuticalsBiotech & Pharmaceuticals$2 to $5 billion (USD)86137111.500PA03000000005064seniorDS3IQVIA
7373.9Cambridge, MABrentford, United Kingdom10000+ employeesCompany - PublicBiotech & PharmaceuticalsBiotech & Pharmaceuticals$10+ billion (USD)5811184.500MA0190000010006219seniorother3GSK
7384.4Nashville, TNSan Francisco, CA1001 to 5000 employeesCompany - PublicInternetInformation Technology$100 to $500 million (USD)72133102.500TN014100111006167seniorDE3Eventbrite
7392.6Pittsburgh, PAPittsburgh, PA501 to 1000 employeesCollege / UniversityColleges & UniversitiesEducationUnknown / Non-Applicable569173.500PA136000000103107highermle0Software Engineering Institute
7403.2Allentown, PAChadds Ford, PA1 to 50 employeesCompany - PrivateStaffing & OutsourcingBusiness Services$5 to $10 million (USD)95160127.500PA0-1000000101678seniorDS0Numeric, LLC
7413.6Beavercreek, OHArlington, VA501 to 1000 employeesNonprofit OrganizationFederal AgenciesGovernment$50 to $100 million (USD)6112693.500OH053100000003710highermle0Riverside Research Institute

Duplicate rows

Most frequent

RatingLocationHeadquartersSizeType of ownershipIndustrySectorRevenuemin_salarymax_salaryavg_salaryhourlyemployer_providedjob_statesame_stateagepythonrsassparkawssqlexcelmatlabdesc_lenleveltitlecompnamecount
62.4Hoopeston, ILFlower Mound, TX501 to 1000 employeesCompany - PrivateFood & Beverage ManufacturingManufacturing$100 to $500 million (USD)396652.500IL0-1000000002455otherother0Teasdale Latin Foods4
102.6Pittsburgh, PAPittsburgh, PA501 to 1000 employeesCollege / UniversityColleges & UniversitiesEducationUnknown / Non-Applicable81167124.000PA136000000005421seniormle0Software Engineering Institute4
142.7Rockville, MDRockville, MD201 to 500 employeesCompany - PrivateBiotech & PharmaceuticalsBiotech & Pharmaceuticals$25 to $50 million (USD)4911381.000MD159000000103809seniorother0Advanced BioScience Laboratories4
243.0Knoxville, TNKnoxville, TN10000+ employeesCompany - PrivateGas StationsRetail$10+ billion (USD)6912798.000TN162100001002177otherother3Pilot Flying J Travel Centers LLC4
523.3Milwaukee, WIMilwaukee, WI501 to 1000 employeesCompany - PrivateFood & Beverage ManufacturingManufacturingUnknown / Non-Applicable406854.000WI156000000002855higherother0Palermo's Pizza4
823.5Scotts Valley, CAScotts Valley, CA501 to 1000 employeesNonprofit OrganizationHealth Care Services & HospitalsHealth Care$500 million to $1 billion (USD)428664.000CA124000001003901higherother0Central California Alliance for Health4
913.6Highland, CAHighland, CA1001 to 5000 employeesCompany - PrivateGamblingArts, Entertainment & Recreation$100 to $500 million (USD)356248.500CA134001001104644higherA0San Manuel Casino4
933.6Millville, DELewes, DE1001 to 5000 employeesNonprofit OrganizationHealth Care Services & HospitalsHealth Care$100 to $500 million (USD)426855.010DE085000000002840otherother0Beebe Healthcare4
1654.0Burleson, TXArlington, TX1001 to 5000 employeesHospitalHealth Care Services & HospitalsHealth Care$50 to $100 million (USD)365043.010TX043000010005215otherother0Texas Health Huguley Hospital4
0-1.0Cambridge, MASan Mateo, CAUnknownCompany - Private-1-1Unknown / Non-Applicable100140120.001MA0-1000000103334higherother0Kronos Bio3